I consider the case that $p>1$ and $\beta>1$ and the rest is left
to you. We need some preparation.
Let $\gamma\in(0,1)$. Let $p>1$. Let $q\in(1,\infty)$ be such that
$\frac{1}{p}+\frac{1}{q}=1$. Define $T:l^{p}\rightarrow l^{1}$ by
$Ta=(a_{1}\gamma,a_{2}\gamma^{2},\ldots),$ where $a=(a_{1},a_{2},\ldots)\in l^{p}$.
Firstly, we show that $T$ is well-defined. By Holder inequality,
\begin{eqnarray*}
\sum_{k=1}^{\infty}|a_{k}\gamma^{k}| & \leq & \left\{ \sum_{k=1}^{\infty}|a_{k}|^{p}\right\} ^{\frac{1}{p}}\left\{ \sum_{k=1}^{\infty}\gamma^{kq}\right\} ^{\frac{1}{q}}\\
& = & M||a||_{p},
\end{eqnarray*}
where $M=\left\{ \sum_{k=1}^{\infty}\gamma^{kq}\right\} ^{\frac{1}{q}}<\infty$.
Note that $M$ depends on $\gamma$ and $p$ only. It is easy to show
that $T$ is linear and $||T||\leq M$.
Now, we go back to your question. Let $p>1$ and $\beta>1$ be given.
We define $\beta_{0}=\beta^{\frac{1}{p}}>1$, $\gamma=\frac{1}{\beta_{0}}$,
and $M=\left\{ \sum_{k=1}^{\infty}\gamma^{kq}\right\} ^{\frac{1}{q}}<\infty$.
Let $a=(a_{n})$ be given with $a_{n}\geq0$. For each $n\in\mathbb{N}$,
define $$b^{(n)}=(a_{1}\beta_{0},a_{2}\beta_{0}^{2},\ldots,a_{n}\beta_{0}^{n},0,0,\ldots).$$
Clearly $b^{(n)}\in l^{p}$. It follows that $||Tb^{(n)}||_{1}\leq M||b^{(n)}||_{p}$.
That is,
\begin{eqnarray*}
\sum_{k=1}^{n}a_{k} & \leq & M\left\{ \sum_{k=1}^{n}a_{k}^{p}\beta_{0}^{kp}\right\} ^{\frac{1}{p}}\\
& = & M\left\{ \sum_{k=1}^{n}a_{k}^{p}\beta^{k}\right\} ^{\frac{1}{p}}\\
& \leq & M\left\{ \sum_{k=1}^{\infty}a_{k}^{p}\beta^{k}\right\} ^{\frac{1}{p}}.
\end{eqnarray*}
Letting $n\rightarrow\infty$ yields $\sum_{k=1}^{\infty}a_{k}\leq M\left\{ \sum_{k=1}^{\infty}a_{k}^{p}\beta^{k}\right\} ^{\frac{1}{p}}$.